WASHINGTON—The Federal Aviation Administration seeks to enhance global aviation safety by stepping up data-sharing initiatives from Latin America to Asia to Europe, according to U.S. government and industry officials.

The latest steps, spelled out during an industry conference here Monday, seek to expand internationally lessons that the U.S. has gleaned from years of analyzing incident data, voluntary pilot reports and other sources of safety information. Those efforts played a major role in driving U.S....